TRR 318:  Constructing explainability

• Subject Area: Computer Science, Systems and Electrical Engineering ; Humanities ; Social and Behavioural Sciences
• Term: since 2021
• Project identifier: Deutsche Forschungsgemeinschaft (DFG) - Project number 438445824

No abstract available

• DFG Programme: CRC/Transregios

Current projects

• A01 - Adaptive explanation generation (Project Heads Buhl, Heike M. ;  Kopp, Stefan ;  Rohlfing, Katharina )
• A02 - Monitoring the understanding of explanations (Project Heads Buschmeier, Hendrik ;  Grimminger, Angela ;  Wagner, Petra )
• A03 - Co-constructing explanations with emotional alignment between AI-explainer and human explainee (Project Heads Thommes, Kirsten ;  Wrede, Britta )
• A04 - Integrating the technical model into the partner model in explanations of digital artifacts (Project Heads Buhl, Heike M. ;  Kern, Friederike ;  Schulte, Carsten )
• A05 - Contextualized and online parametrization of attention in human–robot explanatory dialog (Project Heads Rohlfing, Katharina ;  Scharlau, Ingrid ;  Wrede, Britta )
• A06 - Co-Constructing social signs of understanding to adapt monitoring to diversity (Project Head Drimalla, Hanna )
• B01 - A dialog-based approach to explaining machine learning models (Project Heads Cimiano, Philipp ;  Esposito, Elena ;  Ngonga Ngomo, Axel-Cyrille )
• B03 - Exploring users, roles, and explanations in real-world contexts (Project Heads Horwath, Ilona ;  Matzner, Tobias )
• B05 - Co-constructing explainability with an interactively learning robot (Project Head Vollmer, Anna-Lisa )
• B06 - Ethics and normativity of explainable AI (Project Heads Alpsancar, Suzana ;  Matzner, Tobias )
• C01 - Healthy distrust in explanations (Project Heads Hammer, Barbara ;  Scharlau, Ingrid )
• C02 - Interactive learning of explainable, situation-adapted decision models (Project Heads Hüllermeier, Eyke ;  Thommes, Kirsten )
• C03 - Interpretable machine learning: Explaining change (Project Heads Hammer, Barbara ;  Hüllermeier, Eyke )
• C04 - Metaphors as an explanation tool (Project Heads Scharlau, Ingrid ;  Wachsmuth, Henning )
• C05 - Creating explanations in collaborative human-machine knowledge exploration (Project Heads Cimiano, Philipp ;  Kopp, Stefan )
• C06 - Technically enabled explaining of speaker traits (Project Heads Häb-Umbach, Reinhold ;  Wagner, Petra )
• INF - Toward a framework for assessing explanation quality (Project Heads Cimiano, Philipp ;  Wachsmuth, Henning )
• MGK - Integrated Research Training Group (Project Head Scharlau, Ingrid )
• Z - Central administrative project (Project Head Rohlfing, Katharina )
• Ö - Questions about explainable technology (Project Heads Horwath, Ilona ;  Schulte, Carsten ;  Wrede, Britta )

• Applicant Institution: Universität Paderborn
• Co-Applicant Institution: Universität Bielefeld
• Spokesperson: Professorin Dr. Katharina Rohlfing